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protogalaxy post: add proof of Lemma 4.2

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arnaucube 1 year ago
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@ -132,7 +132,7 @@ Our goal will be to prove that we have folded various instantiations of valid wi
#### Lemma 4.2
The following lemma is proven in the ProtoGalaxy paper, but for the current overview we will stick just to its results. The details can be found in the paper itself.
The following lemma is from the ProtoGalaxy paper:
> **Lemma 4.2:** Fix any polynomial $f(X) \in \mathbb{F}[X]$ and $a_0, \ldots, a_k \in \mathbb{F}$. There exists $Q(X) \in \mathbb{F}[X]$ such that
>
@ -140,6 +140,33 @@ The following lemma is proven in the ProtoGalaxy paper, but for the current over
> f \left( \sum_{i=0}^k a_i L_i(X) \right) = \sum_{i=0}^k f(a_i) L_i(X) + Z(X) Q(X)
> $$
The way to check that the lemma is true for me was to implement it with code and check that it is satisfied. This is not a proper way, so luckily later [Héctor Masip](https://hecmas.github.io) showed me an actual proof of this lemma, which goes as follows:
Recall from the [euclidean polynomial division](https://en.wikipedia.org/wiki/Polynomial_greatest_common_divisor#Euclidean_division):
> For $f(X), g(X) \in \mathbb{F}[X]$ with $\deg f \geq \deg g$, $\exists$ unique polynomials $q(X), r(X) \in \mathbb{F}[X]$ such that $f(X) = g(X) q(X) + r(X)$, with $0 \leq \deg r < \deg g$.
Thus,
$$f(\sum_{i=0}^k a_i \cdot L_i(X)) = Q(X) \cdot Z(X) + r(X)$$
with $0 \leq \deg r < \deg z = k+1$.
So, when evaluating at $a_j, ~\forall j=0, \ldots, k$,
$$f(\sum_{i=0}^k a_i \cdot L_i(a_j)) = f(a_j) = \underbrace{Q(a_j) \cdot Z(a_j)}_{0} + r(a_j)$$
so $f(a_j)=r(a_j)$, therefore
$$r(X) = \sum_{i=0}^k r(a_i) \cdot L_i(X) = \sum_{i=0}^k f(a_i) \cdot L_i(X)$$
<div style="float:right;">
$\square$
</div>
## ProtoGalaxy protocol
The main idea of this scheme, is to be able to fold $k+1$ instances that satisfy the relation, producing a single *folded instance* which still satisfies the relation.

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@ -182,7 +182,7 @@ While, when we evaluate $L_2(X)$ at for example $\omega^1$, we will obtain a $0$
<h4>Lemma 4.2</h4>
<p>The following lemma is proven in the ProtoGalaxy paper, but for the current overview we will stick just to its results. The details can be found in the paper itself.</p>
<p>The following lemma is from the ProtoGalaxy paper:</p>
<blockquote>
<p><strong>Lemma 4.2:</strong> Fix any polynomial <span class="math inline">\(f(X) \in \mathbb{F}[X]\)</span> and <span class="math inline">\(a_0, \ldots, a_k \in \mathbb{F}\)</span>. There exists <span class="math inline">\(Q(X) \in \mathbb{F}[X]\)</span> such that</p>
@ -190,6 +190,26 @@ While, when we evaluate $L_2(X)$ at for example $\omega^1$, we will obtain a $0$
f \left( \sum_{i=0}^k a_i L_i(X) \right) = \sum_{i=0}^k f(a_i) L_i(X) + Z(X) Q(X)
\]</span></p></blockquote>
<p>The way to check that the lemma is true for me was to implement it with code and check that it is satisfied. This is not a proper way, so luckily later <a href="https://hecmas.github.io">Héctor Masip</a> showed me an actual proof of this lemma, which goes as follows:</p>
<p>Recall from the <a href="https://en.wikipedia.org/wiki/Polynomial_greatest_common_divisor#Euclidean_division">euclidean polynomial division</a>:</p>
<blockquote>
<p>For <span class="math inline">\(f(X), g(X) \in \mathbb{F}[X]\)</span> with <span class="math inline">\(\deg f \geq \deg g\)</span>, <span class="math inline">\(\exists\)</span> unique polynomials <span class="math inline">\(q(X), r(X) \in \mathbb{F}[X]\)</span> such that <span class="math inline">\(f(X) = g(X) q(X) + r(X)\)</span>, with <span class="math inline">\(0 \leq \deg r &lt; \deg g\)</span>.</p>
</blockquote>
<p>Thus,</p>
<p><span class="math display">\[f(\sum_{i=0}^k a_i \cdot L_i(X)) = Q(X) \cdot Z(X) + r(X)\]</span></p><p>with <span class="math inline">\(0 \leq \deg r &lt; \deg z = k+1\)</span>.</p>
<p>So, when evaluating at <span class="math inline">\(a_j, ~\forall j=0, \ldots, k\)</span>,</p>
<p><span class="math display">\[f(\sum_{i=0}^k a_i \cdot L_i(a_j)) = f(a_j) = \underbrace{Q(a_j) \cdot Z(a_j)}_{0} + r(a_j)\]</span></p><p>so <span class="math inline">\(f(a_j)=r(a_j)\)</span>, therefore</p>
<p><span class="math display">\[r(X) = \sum_{i=0}^k r(a_i) \cdot L_i(X) = \sum_{i=0}^k f(a_i) \cdot L_i(X)\]</span></p>
<div style="float:right;">
$\square$
</div>
<h2>ProtoGalaxy protocol</h2>
<p>The main idea of this scheme, is to be able to fold <span class="math inline">\(k+1\)</span> instances that satisfy the relation, producing a single <em>folded instance</em> which still satisfies the relation.</p>

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